"…and for Clara, the family mansion, and the family silver set." The words sliced through Leo’s ears like a rusty blade. He leaned back in his chair, feeling suddenly faint. His sister, Clara, had never lifted a finger to help their parents, yet she was being rewarded with the most valuable assets. His inheritance? A small, dilapidated apartment building and the late family dog, a smelly, elderly Labrador named Barnaby.

He crossed his arms, the action a rigid gesture of defiance. His chest tightened. Years of dutiful service, of late nights tending to their ailing mother, felt like a complete waste. He wanted to scream, to lash out.

He rose from his seat, abruptly, and walked out without a word. He would not dignify this insult with a response.

Emotion: outraged

Cluster: Anger / Hostility
PC1 (Valence): -1.96 Negative
PC2 (Disposition): 1.32

Role in Research

This story is one of 1,000 stories generated for the emotion outraged. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 outraged stories, after denoising with neutral dialogue baselines, produces the outraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the outraged vector is projected through the unembedding matrix.

Promoted:
C0.467
0.334
🤬0.327
aggravated0.323
0.312
Suppressed:
H-0.315
☺️-0.286
optimistic-0.278
adventurous-0.262
मुस्कुरा-0.260